{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 分析Z500上各个模型的性能"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import sys\n",
    "sys.path.append(\"../\")\n",
    "import numpy as np\n",
    "import xarray as xr\n",
    "import matplotlib\n",
    "import matplotlib.pyplot as plt\n",
    "from src.utils.plot import subplot_daloop\n",
    "from src.utils.data_utils import NAME_TO_VAR"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "FORECAST_DIR = \"../../results/medium_forecast\"\n",
    "ERA5_DIR = \"../../data/era5\"\n",
    "VARIABLE = \"geopotential\"\n",
    "LEVEL = 500\n",
    "RESOLUTION = 5.625"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "gt = xr.open_mfdataset(f\"{ERA5_DIR}/{VARIABLE}_{LEVEL}_{RESOLUTION}deg/test/*.nc\", combine=\"by_coords\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 绘制同化预报循环误差"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "rmse_4dvar_obs20 = xr.open_mfdataset(f\"{FORECAST_DIR}/obs_partial_0.2/rmse_4dvar_obspartial0.2.nc\", combine=\"by_coords\")\n",
    "rmse_4dvarnet_obs20 = xr.open_mfdataset(f\"{FORECAST_DIR}/obs_partial_0.2/rmse_4dvarnet_obspartial0.2.nc\", combine=\"by_coords\")\n",
    "rmse_vit_obs20 = xr.open_mfdataset(f\"{FORECAST_DIR}/obs_partial_0.2/rmse_vit_obspartial0.2.nc\", combine=\"by_coords\")\n",
    "rmse_4dvarcyclegan_obs20 = xr.open_mfdataset(f\"{FORECAST_DIR}/obs_partial_0.2/rmse_4dvarcyclegan_wscale_obspartial0.2.nc\", combine=\"by_coords\")\n",
    "\n",
    "acc_4dvar_obs20 = xr.open_mfdataset(f\"{FORECAST_DIR}/obs_partial_0.2/acc_4dvar_obspartial0.2.nc\", combine=\"by_coords\")\n",
    "acc_4dvarnet_obs20 = xr.open_mfdataset(f\"{FORECAST_DIR}/obs_partial_0.2/acc_4dvarnet_obspartial0.2.nc\", combine=\"by_coords\")\n",
    "acc_vit_obs20 = xr.open_mfdataset(f\"{FORECAST_DIR}/obs_partial_0.2/acc_vit_obspartial0.2.nc\", combine=\"by_coords\")\n",
    "acc_4dvarcyclegan_obs20 = xr.open_mfdataset(f\"{FORECAST_DIR}/obs_partial_0.2/acc_4dvarcyclegan_wscale_obspartial0.2.nc\", combine=\"by_coords\")\n",
    "\n",
    "mae_4dvar_obs20 = xr.open_mfdataset(f\"{FORECAST_DIR}/obs_partial_0.2/mae_4dvar_obspartial0.2.nc\", combine=\"by_coords\")\n",
    "mae_4dvarnet_obs20 = xr.open_mfdataset(f\"{FORECAST_DIR}/obs_partial_0.2/mae_4dvarnet_obspartial0.2.nc\", combine=\"by_coords\")\n",
    "mae_vit_obs20 = xr.open_mfdataset(f\"{FORECAST_DIR}/obs_partial_0.2/mae_vit_obspartial0.2.nc\", combine=\"by_coords\")\n",
    "mae_4dvarcyclegan_obs20 = xr.open_mfdataset(f\"{FORECAST_DIR}/obs_partial_0.2/mae_4dvarcyclegan_wscale_obspartial0.2.nc\", combine=\"by_coords\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "rmse_4dvar_obs15 = xr.open_mfdataset(f\"{FORECAST_DIR}/obs_partial_0.15/rmse_4dvar_obspartial0.15.nc\", combine=\"by_coords\")\n",
    "rmse_4dvarnet_obs15 = xr.open_mfdataset(f\"{FORECAST_DIR}/obs_partial_0.15/rmse_4dvarnet_obspartial0.15.nc\", combine=\"by_coords\")\n",
    "rmse_vit_obs15 = xr.open_mfdataset(f\"{FORECAST_DIR}/obs_partial_0.15/rmse_vit_obspartial0.15.nc\", combine=\"by_coords\")\n",
    "rmse_4dvarcyclegan_obs15 = xr.open_mfdataset(f\"{FORECAST_DIR}/obs_partial_0.15/rmse_4dvarcyclegan_wscale_obspartial0.15.nc\", combine=\"by_coords\")\n",
    "\n",
    "acc_4dvar_obs15 = xr.open_mfdataset(f\"{FORECAST_DIR}/obs_partial_0.15/acc_4dvar_obspartial0.15.nc\", combine=\"by_coords\")\n",
    "acc_4dvarnet_obs15 = xr.open_mfdataset(f\"{FORECAST_DIR}/obs_partial_0.15/acc_4dvarnet_obspartial0.15.nc\", combine=\"by_coords\")\n",
    "acc_vit_obs15 = xr.open_mfdataset(f\"{FORECAST_DIR}/obs_partial_0.15/acc_vit_obspartial0.15.nc\", combine=\"by_coords\")\n",
    "acc_4dvarcyclegan_obs15 = xr.open_mfdataset(f\"{FORECAST_DIR}/obs_partial_0.15/acc_4dvarcyclegan_wscale_obspartial0.15.nc\", combine=\"by_coords\")\n",
    "\n",
    "mae_4dvar_obs15 = xr.open_mfdataset(f\"{FORECAST_DIR}/obs_partial_0.15/mae_4dvar_obspartial0.15.nc\", combine=\"by_coords\")\n",
    "mae_4dvarnet_obs15 = xr.open_mfdataset(f\"{FORECAST_DIR}/obs_partial_0.15/mae_4dvarnet_obspartial0.15.nc\", combine=\"by_coords\")\n",
    "mae_vit_obs15 = xr.open_mfdataset(f\"{FORECAST_DIR}/obs_partial_0.15/mae_vit_obspartial0.15.nc\", combine=\"by_coords\")\n",
    "mae_4dvarcyclegan_obs15 = xr.open_mfdataset(f\"{FORECAST_DIR}/obs_partial_0.15/mae_4dvarcyclegan_wscale_obspartial0.15.nc\", combine=\"by_coords\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "rmse_4dvar_obs10 = xr.open_mfdataset(f\"{FORECAST_DIR}/obs_partial_0.1/rmse_4dvar_obspartial0.1.nc\", combine=\"by_coords\")\n",
    "rmse_4dvarnet_obs10 = xr.open_mfdataset(f\"{FORECAST_DIR}/obs_partial_0.1/rmse_4dvarnet_obspartial0.1.nc\", combine=\"by_coords\")\n",
    "rmse_vit_obs10 = xr.open_mfdataset(f\"{FORECAST_DIR}/obs_partial_0.1/rmse_vit_obspartial0.1.nc\", combine=\"by_coords\")\n",
    "rmse_4dvarcyclegan_obs10 = xr.open_mfdataset(f\"{FORECAST_DIR}/obs_partial_0.1/rmse_4dvarcyclegan_wscale_obspartial0.1.nc\", combine=\"by_coords\")\n",
    "\n",
    "acc_4dvar_obs10 = xr.open_mfdataset(f\"{FORECAST_DIR}/obs_partial_0.1/acc_4dvar_obspartial0.1.nc\", combine=\"by_coords\")\n",
    "acc_4dvarnet_obs10 = xr.open_mfdataset(f\"{FORECAST_DIR}/obs_partial_0.1/acc_4dvarnet_obspartial0.1.nc\", combine=\"by_coords\")\n",
    "acc_vit_obs10 = xr.open_mfdataset(f\"{FORECAST_DIR}/obs_partial_0.1/acc_vit_obspartial0.1.nc\", combine=\"by_coords\")\n",
    "acc_4dvarcyclegan_obs10 = xr.open_mfdataset(f\"{FORECAST_DIR}/obs_partial_0.1/acc_4dvarcyclegan_wscale_obspartial0.1.nc\", combine=\"by_coords\")\n",
    "\n",
    "mae_4dvar_obs10 = xr.open_mfdataset(f\"{FORECAST_DIR}/obs_partial_0.1/mae_4dvar_obspartial0.1.nc\", combine=\"by_coords\")\n",
    "mae_4dvarnet_obs10 = xr.open_mfdataset(f\"{FORECAST_DIR}/obs_partial_0.1/mae_4dvarnet_obspartial0.1.nc\", combine=\"by_coords\")\n",
    "mae_vit_obs10 = xr.open_mfdataset(f\"{FORECAST_DIR}/obs_partial_0.1/mae_vit_obspartial0.1.nc\", combine=\"by_coords\")\n",
    "mae_4dvarcyclegan_obs10 = xr.open_mfdataset(f\"{FORECAST_DIR}/obs_partial_0.1/mae_4dvarcyclegan_wscale_obspartial0.1.nc\", combine=\"by_coords\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "rmse_4dvar_obs5 = xr.open_mfdataset(f\"{FORECAST_DIR}/obs_partial_0.05/rmse_4dvar_obspartial0.05.nc\", combine=\"by_coords\")\n",
    "rmse_4dvarnet_obs5 = xr.open_mfdataset(f\"{FORECAST_DIR}/obs_partial_0.05/rmse_4dvarnet_obspartial0.05.nc\", combine=\"by_coords\")\n",
    "rmse_vit_obs5 = xr.open_mfdataset(f\"{FORECAST_DIR}/obs_partial_0.05/rmse_vit_obspartial0.05.nc\", combine=\"by_coords\")\n",
    "rmse_4dvarcyclegan_obs5 = xr.open_mfdataset(f\"{FORECAST_DIR}/obs_partial_0.05/rmse_4dvarcyclegan_wscale_obspartial0.05.nc\", combine=\"by_coords\")\n",
    "\n",
    "acc_4dvar_obs5 = xr.open_mfdataset(f\"{FORECAST_DIR}/obs_partial_0.05/acc_4dvar_obspartial0.05.nc\", combine=\"by_coords\")\n",
    "acc_4dvarnet_obs5 = xr.open_mfdataset(f\"{FORECAST_DIR}/obs_partial_0.05/acc_4dvarnet_obspartial0.05.nc\", combine=\"by_coords\")\n",
    "acc_vit_obs5 = xr.open_mfdataset(f\"{FORECAST_DIR}/obs_partial_0.05/acc_vit_obspartial0.05.nc\", combine=\"by_coords\")\n",
    "acc_4dvarcyclegan_obs5 = xr.open_mfdataset(f\"{FORECAST_DIR}/obs_partial_0.05/acc_4dvarcyclegan_wscale_obspartial0.05.nc\", combine=\"by_coords\")\n",
    "\n",
    "mae_4dvar_obs5 = xr.open_mfdataset(f\"{FORECAST_DIR}/obs_partial_0.05/mae_4dvar_obspartial0.05.nc\", combine=\"by_coords\")\n",
    "mae_4dvarnet_obs5 = xr.open_mfdataset(f\"{FORECAST_DIR}/obs_partial_0.05/mae_4dvarnet_obspartial0.05.nc\", combine=\"by_coords\")\n",
    "mae_vit_obs5 = xr.open_mfdataset(f\"{FORECAST_DIR}/obs_partial_0.05/mae_vit_obspartial0.05.nc\", combine=\"by_coords\")\n",
    "mae_4dvarcyclegan_obs5 = xr.open_mfdataset(f\"{FORECAST_DIR}/obs_partial_0.05/mae_4dvarcyclegan_wscale_obspartial0.05.nc\", combine=\"by_coords\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "rmse = {\n",
    "    \"4DVar Obs20\": rmse_4dvar_obs20[NAME_TO_VAR[f\"{VARIABLE}_{LEVEL}\"]].values[20:],\n",
    "    \"4DVarNet Obs20\": rmse_4dvarnet_obs20[NAME_TO_VAR[f\"{VARIABLE}_{LEVEL}\"]].values[20:],\n",
    "    \"ViT Obs20\": rmse_vit_obs20[NAME_TO_VAR[f\"{VARIABLE}_{LEVEL}\"]].values[20:],\n",
    "    \"4DVarGAN Obs20\": rmse_4dvarcyclegan_obs20[NAME_TO_VAR[f\"{VARIABLE}_{LEVEL}\"]].values[20:],\n",
    "\n",
    "    \"4DVar Obs15\": rmse_4dvar_obs15[NAME_TO_VAR[f\"{VARIABLE}_{LEVEL}\"]].values[20:],\n",
    "    \"4DVarNet Obs15\": rmse_4dvarnet_obs15[NAME_TO_VAR[f\"{VARIABLE}_{LEVEL}\"]].values[20:],\n",
    "    \"ViT Obs15\": rmse_vit_obs15[NAME_TO_VAR[f\"{VARIABLE}_{LEVEL}\"]].values[20:],\n",
    "    \"4DVarGAN Obs15\": rmse_4dvarcyclegan_obs15[NAME_TO_VAR[f\"{VARIABLE}_{LEVEL}\"]].values[20:],\n",
    "\n",
    "    \"4DVar Obs10\": rmse_4dvar_obs10[NAME_TO_VAR[f\"{VARIABLE}_{LEVEL}\"]].values[20:],\n",
    "    \"4DVarNet Obs10\": rmse_4dvarnet_obs10[NAME_TO_VAR[f\"{VARIABLE}_{LEVEL}\"]].values[20:],\n",
    "    \"ViT Obs10\": rmse_vit_obs10[NAME_TO_VAR[f\"{VARIABLE}_{LEVEL}\"]].values[20:],\n",
    "    \"4DVarGAN Obs10\": rmse_4dvarcyclegan_obs10[NAME_TO_VAR[f\"{VARIABLE}_{LEVEL}\"]].values[20:],\n",
    "\n",
    "    \"4DVar Obs5\": rmse_4dvar_obs5[NAME_TO_VAR[f\"{VARIABLE}_{LEVEL}\"]].values[20:],\n",
    "    \"4DVarNet Obs5\": rmse_4dvarnet_obs5[NAME_TO_VAR[f\"{VARIABLE}_{LEVEL}\"]].values[20:],\n",
    "    \"ViT Obs5\": rmse_vit_obs5[NAME_TO_VAR[f\"{VARIABLE}_{LEVEL}\"]].values[20:],\n",
    "    \"4DVarGAN Obs5\": rmse_4dvarcyclegan_obs5[NAME_TO_VAR[f\"{VARIABLE}_{LEVEL}\"]].values[20:],\n",
    "}\n",
    "\n",
    "acc = {\n",
    "    \"4DVar Obs20\": acc_4dvar_obs20[NAME_TO_VAR[f\"{VARIABLE}_{LEVEL}\"]].values[20:],\n",
    "    \"4DVarNet Obs20\": acc_4dvarnet_obs20[NAME_TO_VAR[f\"{VARIABLE}_{LEVEL}\"]].values[20:],\n",
    "    \"ViT Obs20\": acc_vit_obs20[NAME_TO_VAR[f\"{VARIABLE}_{LEVEL}\"]].values[20:],\n",
    "    \"4DVarGAN Obs20\": acc_4dvarcyclegan_obs20[NAME_TO_VAR[f\"{VARIABLE}_{LEVEL}\"]].values[20:],\n",
    "\n",
    "    \"4DVar Obs15\": acc_4dvar_obs15[NAME_TO_VAR[f\"{VARIABLE}_{LEVEL}\"]].values[20:],\n",
    "    \"4DVarNet Obs15\": acc_4dvarnet_obs15[NAME_TO_VAR[f\"{VARIABLE}_{LEVEL}\"]].values[20:],\n",
    "    \"ViT Obs15\": acc_vit_obs15[NAME_TO_VAR[f\"{VARIABLE}_{LEVEL}\"]].values[20:],\n",
    "    \"4DVarGAN Obs15\": acc_4dvarcyclegan_obs15[NAME_TO_VAR[f\"{VARIABLE}_{LEVEL}\"]].values[20:],\n",
    "\n",
    "    \"4DVar Obs10\": acc_4dvar_obs10[NAME_TO_VAR[f\"{VARIABLE}_{LEVEL}\"]].values[20:],\n",
    "    \"4DVarNet Obs10\": acc_4dvarnet_obs10[NAME_TO_VAR[f\"{VARIABLE}_{LEVEL}\"]].values[20:],\n",
    "    \"ViT Obs10\": acc_vit_obs10[NAME_TO_VAR[f\"{VARIABLE}_{LEVEL}\"]].values[20:],\n",
    "    \"4DVarGAN Obs10\": acc_4dvarcyclegan_obs10[NAME_TO_VAR[f\"{VARIABLE}_{LEVEL}\"]].values[20:],\n",
    "\n",
    "    \"4DVar Obs5\": acc_4dvar_obs5[NAME_TO_VAR[f\"{VARIABLE}_{LEVEL}\"]].values[20:],\n",
    "    \"4DVarNet Obs5\": acc_4dvarnet_obs5[NAME_TO_VAR[f\"{VARIABLE}_{LEVEL}\"]].values[20:],\n",
    "    \"ViT Obs5\": acc_vit_obs5[NAME_TO_VAR[f\"{VARIABLE}_{LEVEL}\"]].values[20:],\n",
    "    \"4DVarGAN Obs5\": acc_4dvarcyclegan_obs5[NAME_TO_VAR[f\"{VARIABLE}_{LEVEL}\"]].values[20:],\n",
    "}\n",
    "\n",
    "mae = {\n",
    "    \"4DVar Obs20\": mae_4dvar_obs20[NAME_TO_VAR[f\"{VARIABLE}_{LEVEL}\"]].values[20:],\n",
    "    \"4DVarNet Obs20\": mae_4dvarnet_obs20[NAME_TO_VAR[f\"{VARIABLE}_{LEVEL}\"]].values[20:],\n",
    "    \"ViT Obs20\": mae_vit_obs20[NAME_TO_VAR[f\"{VARIABLE}_{LEVEL}\"]].values[20:],\n",
    "    \"4DVarGAN Obs20\": mae_4dvarcyclegan_obs20[NAME_TO_VAR[f\"{VARIABLE}_{LEVEL}\"]].values[20:],\n",
    "\n",
    "    \"4DVar Obs15\": mae_4dvar_obs15[NAME_TO_VAR[f\"{VARIABLE}_{LEVEL}\"]].values[20:],\n",
    "    \"4DVarNet Obs15\": mae_4dvarnet_obs15[NAME_TO_VAR[f\"{VARIABLE}_{LEVEL}\"]].values[20:],\n",
    "    \"ViT Obs15\": mae_vit_obs15[NAME_TO_VAR[f\"{VARIABLE}_{LEVEL}\"]].values[20:],\n",
    "    \"4DVarGAN Obs15\": mae_4dvarcyclegan_obs15[NAME_TO_VAR[f\"{VARIABLE}_{LEVEL}\"]].values[20:],\n",
    "\n",
    "    \"4DVar Obs10\": mae_4dvar_obs10[NAME_TO_VAR[f\"{VARIABLE}_{LEVEL}\"]].values[20:],\n",
    "    \"4DVarNet Obs10\": mae_4dvarnet_obs10[NAME_TO_VAR[f\"{VARIABLE}_{LEVEL}\"]].values[20:],\n",
    "    \"ViT Obs10\": mae_vit_obs10[NAME_TO_VAR[f\"{VARIABLE}_{LEVEL}\"]].values[20:],\n",
    "    \"4DVarGAN Obs10\": mae_4dvarcyclegan_obs10[NAME_TO_VAR[f\"{VARIABLE}_{LEVEL}\"]].values[20:],\n",
    "\n",
    "    \"4DVar Obs5\": mae_4dvar_obs5[NAME_TO_VAR[f\"{VARIABLE}_{LEVEL}\"]].values[20:],\n",
    "    \"4DVarNet Obs5\": mae_4dvarnet_obs5[NAME_TO_VAR[f\"{VARIABLE}_{LEVEL}\"]].values[20:],\n",
    "    \"ViT Obs5\": mae_vit_obs5[NAME_TO_VAR[f\"{VARIABLE}_{LEVEL}\"]].values[20:],\n",
    "    \"4DVarGAN Obs5\": mae_4dvarcyclegan_obs5[NAME_TO_VAR[f\"{VARIABLE}_{LEVEL}\"]].values[20:],\n",
    "}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1400x900 with 12 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, axes = plt.subplots(3, 4, figsize=(14, 9))\n",
    "axes[0,0].plot(rmse[\"4DVar Obs20\"], label=f\"4DVar\")\n",
    "axes[0,0].plot(rmse[\"4DVarNet Obs20\"], label=f\"4DVarNet\")\n",
    "axes[0,0].plot(rmse[\"ViT Obs20\"], label=f\"ViT\")\n",
    "axes[0,0].plot(rmse[\"4DVarGAN Obs20\"], label=f\"4DVarGAN\")\n",
    "axes[0,1].plot(rmse[\"4DVar Obs15\"], label=f\"4DVar\")\n",
    "axes[0,1].plot(rmse[\"4DVarNet Obs15\"], label=f\"4DVarNet\")\n",
    "axes[0,1].plot(rmse[\"ViT Obs15\"], label=f\"ViT\")\n",
    "axes[0,1].plot(rmse[\"4DVarGAN Obs15\"], label=f\"4DVarGAN\")\n",
    "axes[0,2].plot(rmse[\"4DVar Obs10\"], label=f\"4DVar\")\n",
    "axes[0,2].plot(rmse[\"4DVarNet Obs10\"], label=f\"4DVarNet\")\n",
    "axes[0,2].plot(rmse[\"ViT Obs10\"], label=f\"ViT\")\n",
    "axes[0,2].plot(rmse[\"4DVarGAN Obs10\"], label=f\"4DVarGAN\")\n",
    "axes[0,3].plot(rmse[\"4DVar Obs5\"], label=f\"4DVar\")\n",
    "axes[0,3].plot(rmse[\"4DVarNet Obs5\"], label=f\"4DVarNet\")\n",
    "axes[0,3].plot(rmse[\"ViT Obs5\"], label=f\"ViT\")\n",
    "axes[0,3].plot(rmse[\"4DVarGAN Obs5\"], label=f\"4DVarGAN\")\n",
    "\n",
    "axes[1,0].plot(acc[\"4DVar Obs20\"], label=f\"4DVar\")\n",
    "axes[1,0].plot(acc[\"4DVarNet Obs20\"], label=f\"4DVarNet\")\n",
    "axes[1,0].plot(acc[\"ViT Obs20\"], label=f\"ViT\")\n",
    "axes[1,0].plot(acc[\"4DVarGAN Obs20\"], label=f\"4DVarGAN\")\n",
    "axes[1,1].plot(acc[\"4DVar Obs15\"], label=f\"4DVar\")\n",
    "axes[1,1].plot(acc[\"4DVarNet Obs15\"], label=f\"4DVarNet\")\n",
    "axes[1,1].plot(acc[\"ViT Obs15\"], label=f\"ViT\")\n",
    "axes[1,1].plot(acc[\"4DVarGAN Obs15\"], label=f\"4DVarGAN\")\n",
    "axes[1,2].plot(acc[\"4DVar Obs10\"], label=f\"4DVar\")\n",
    "axes[1,2].plot(acc[\"4DVarNet Obs10\"], label=f\"4DVarNet\")\n",
    "axes[1,2].plot(acc[\"ViT Obs10\"], label=f\"ViT\")\n",
    "axes[1,2].plot(acc[\"4DVarGAN Obs10\"], label=f\"4DVarGAN\")\n",
    "axes[1,3].plot(acc[\"4DVar Obs5\"], label=f\"4DVar\")\n",
    "axes[1,3].plot(acc[\"4DVarNet Obs5\"], label=f\"4DVarNet\")\n",
    "axes[1,3].plot(acc[\"ViT Obs5\"], label=f\"ViT\")\n",
    "axes[1,3].plot(acc[\"4DVarGAN Obs5\"], label=f\"4DVarGAN\")\n",
    "\n",
    "axes[2,0].plot(mae[\"4DVar Obs20\"], label=f\"4DVar\")\n",
    "axes[2,0].plot(mae[\"4DVarNet Obs20\"], label=f\"4DVarNet\")\n",
    "axes[2,0].plot(mae[\"ViT Obs20\"], label=f\"ViT\")\n",
    "axes[2,0].plot(mae[\"4DVarGAN Obs20\"], label=f\"4DVarGAN\")\n",
    "axes[2,1].plot(mae[\"4DVar Obs15\"], label=f\"4DVar\")\n",
    "axes[2,1].plot(mae[\"4DVarNet Obs15\"], label=f\"4DVarNet\")\n",
    "axes[2,1].plot(mae[\"ViT Obs15\"], label=f\"ViT\")\n",
    "axes[2,1].plot(mae[\"4DVarGAN Obs15\"], label=f\"4DVarGAN\")\n",
    "axes[2,2].plot(mae[\"4DVar Obs10\"], label=f\"4DVar\")\n",
    "axes[2,2].plot(mae[\"4DVarNet Obs10\"], label=f\"4DVarNet\")\n",
    "axes[2,2].plot(mae[\"ViT Obs10\"], label=f\"ViT\")\n",
    "axes[2,2].plot(mae[\"4DVarGAN Obs10\"], label=f\"4DVarGAN\")\n",
    "axes[2,3].plot(mae[\"4DVar Obs5\"], label=f\"4DVar\")\n",
    "axes[2,3].plot(mae[\"4DVarNet Obs5\"], label=f\"4DVarNet\")\n",
    "axes[2,3].plot(mae[\"ViT Obs5\"], label=f\"ViT\")\n",
    "axes[2,3].plot(mae[\"4DVarGAN Obs5\"], label=f\"4DVarGAN\")\n",
    "\n",
    "for i in range(4):\n",
    "    axes[0,i].set_ylim(300, 1150)\n",
    "    axes[1,i].set_ylim(0.35, 1)\n",
    "    axes[2,i].set_ylim(200, 750)\n",
    "    axes[0,i].set_title(f\"{NAME_TO_VAR[f'{VARIABLE}_{LEVEL}']}{LEVEL} {int(20-5*i)}% Observation\")\n",
    "    for j in range(3):\n",
    "        axes[j,i].set_xticks(np.arange(0, 32, 4))\n",
    "        axes[j,i].set_xticklabels([0, 1, 2, 3, 4, 5, 6, 7])\n",
    "\n",
    "\n",
    "axes[0,0].annotate('', xy=(1,800), xytext=(1,1000), arrowprops=dict(color='gray', arrowstyle='->'), rotation=90)\n",
    "axes[1,0].annotate('', xy=(1,0.6), xytext=(1,0.45), arrowprops=dict(color='gray', arrowstyle='->'), rotation=90)\n",
    "axes[2,0].annotate('', xy=(1,550), xytext=(1,700), arrowprops=dict(color='gray', arrowstyle='->'), rotation=90)\n",
    "\n",
    "axes[0,0].set_ylabel(f\"RMSE [m$^2$ s$^{-2}$]\")\n",
    "axes[1,0].set_ylabel(f\"ACC\")\n",
    "axes[2,0].set_ylabel(f\"MAE [m$^2$ s$^{-2}$]\")\n",
    "lines, labels = fig.axes[0].get_legend_handles_labels()\n",
    "fig.legend(lines, labels, ncol=4, loc='lower center', bbox_to_anchor=(0.5, 0))\n",
    "fig.text(0.5, 0.05, f\"Lead Times [days]\", ha='center')\n",
    "plt.savefig(f\"forecast_{NAME_TO_VAR[f'{VARIABLE}_{LEVEL}']}{LEVEL}.pdf\",dpi=300, bbox_inches=\"tight\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "RMSE of 4DVar Obs20:  909.18896\n",
      "RMSE of 4DVarNet Obs20:  894.613\n",
      "RMSE of ViT Obs20:  847.91077\n",
      "RMSE of 4DVarGAN Obs20:  819.5166\n",
      "RMSE of 4DVar Obs15:  919.23883\n",
      "RMSE of 4DVarNet Obs15:  888.1757\n",
      "RMSE of ViT Obs15:  848.1637\n",
      "RMSE of 4DVarGAN Obs15:  813.0814\n",
      "RMSE of 4DVar Obs10:  930.6613\n",
      "RMSE of 4DVarNet Obs10:  892.796\n",
      "RMSE of ViT Obs10:  868.1948\n",
      "RMSE of 4DVarGAN Obs10:  819.7487\n",
      "RMSE of 4DVar Obs5:  934.9359\n",
      "RMSE of 4DVarNet Obs5:  890.20874\n",
      "RMSE of ViT Obs5:  911.8728\n",
      "RMSE of 4DVarGAN Obs5:  832.5917\n"
     ]
    }
   ],
   "source": [
    "for k in rmse.keys():\n",
    "    print(f\"RMSE of {k}: \", rmse[k][12])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "RMSE of 4DVar Obs20:  949.4355\n",
      "RMSE of 4DVarNet Obs20:  980.1853\n",
      "RMSE of ViT Obs20:  920.8076\n",
      "RMSE of 4DVarGAN Obs20:  887.0472\n",
      "RMSE of 4DVar Obs15:  959.31616\n",
      "RMSE of 4DVarNet Obs15:  981.20074\n",
      "RMSE of ViT Obs15:  915.03644\n",
      "RMSE of 4DVarGAN Obs15:  889.9466\n",
      "RMSE of 4DVar Obs10:  954.17584\n",
      "RMSE of 4DVarNet Obs10:  993.7281\n",
      "RMSE of ViT Obs10:  932.4083\n",
      "RMSE of 4DVarGAN Obs10:  888.6272\n",
      "RMSE of 4DVar Obs5:  965.2456\n",
      "RMSE of 4DVarNet Obs5:  987.3037\n",
      "RMSE of ViT Obs5:  961.55176\n",
      "RMSE of 4DVarGAN Obs5:  895.40375\n"
     ]
    }
   ],
   "source": [
    "for k in rmse.keys():\n",
    "    print(f\"RMSE of {k}: \", rmse[k][20])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "ACC of 4DVar Obs20:  0.5475849\n",
      "ACC of 4DVarNet Obs20:  0.5836131\n",
      "ACC of ViT Obs20:  0.5780347\n",
      "ACC of 4DVarGAN Obs20:  0.6111761\n",
      "ACC of 4DVar Obs15:  0.5393518\n",
      "ACC of 4DVarNet Obs15:  0.58860123\n",
      "ACC of ViT Obs15:  0.5753562\n",
      "ACC of 4DVarGAN Obs15:  0.61513484\n",
      "ACC of 4DVar Obs10:  0.5263347\n",
      "ACC of 4DVarNet Obs10:  0.58249927\n",
      "ACC of ViT Obs10:  0.5605047\n",
      "ACC of 4DVarGAN Obs10:  0.6041089\n",
      "ACC of 4DVar Obs5:  0.51477045\n",
      "ACC of 4DVarNet Obs5:  0.586687\n",
      "ACC of ViT Obs5:  0.5311745\n",
      "ACC of 4DVarGAN Obs5:  0.58368033\n"
     ]
    }
   ],
   "source": [
    "for k in acc.keys():\n",
    "    print(f\"ACC of {k}: \", acc[k][12])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "ACC of 4DVar Obs20:  0.4918363\n",
      "ACC of 4DVarNet Obs20:  0.49595845\n",
      "ACC of ViT Obs20:  0.5014532\n",
      "ACC of 4DVarGAN Obs20:  0.52976924\n",
      "ACC of 4DVar Obs15:  0.48526853\n",
      "ACC of 4DVarNet Obs15:  0.4943774\n",
      "ACC of ViT Obs15:  0.5078161\n",
      "ACC of 4DVarGAN Obs15:  0.5224134\n",
      "ACC of 4DVar Obs10:  0.48801836\n",
      "ACC of 4DVarNet Obs10:  0.48268947\n",
      "ACC of ViT Obs10:  0.49860084\n",
      "ACC of 4DVarGAN Obs10:  0.5243077\n",
      "ACC of 4DVar Obs5:  0.46968853\n",
      "ACC of 4DVarNet Obs5:  0.48801714\n",
      "ACC of ViT Obs5:  0.4895269\n",
      "ACC of 4DVarGAN Obs5:  0.5059836\n"
     ]
    }
   ],
   "source": [
    "for k in acc.keys():\n",
    "    print(f\"ACC of {k}: \", acc[k][20])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "MAE of 4DVar Obs20:  570.33386\n",
      "MAE of 4DVarNet Obs20:  584.9966\n",
      "MAE of ViT Obs20:  548.9095\n",
      "MAE of 4DVarGAN Obs20:  506.84485\n",
      "MAE of 4DVar Obs15:  575.3709\n",
      "MAE of 4DVarNet Obs15:  582.3152\n",
      "MAE of ViT Obs15:  551.8627\n",
      "MAE of 4DVarGAN Obs15:  504.55573\n",
      "MAE of 4DVar Obs10:  583.6844\n",
      "MAE of 4DVarNet Obs10:  588.7227\n",
      "MAE of ViT Obs10:  564.9433\n",
      "MAE of 4DVarGAN Obs10:  508.05197\n",
      "MAE of 4DVar Obs5:  586.21387\n",
      "MAE of 4DVarNet Obs5:  588.667\n",
      "MAE of ViT Obs5:  594.6886\n",
      "MAE of 4DVarGAN Obs5:  517.5474\n"
     ]
    }
   ],
   "source": [
    "for k in mae.keys():\n",
    "    print(f\"MAE of {k}: \", mae[k][12])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "MAE of 4DVar Obs20:  595.7355\n",
      "MAE of 4DVarNet Obs20:  637.11346\n",
      "MAE of ViT Obs20:  593.29535\n",
      "MAE of 4DVarGAN Obs20:  552.11194\n",
      "MAE of 4DVar Obs15:  602.5839\n",
      "MAE of 4DVarNet Obs15:  636.43427\n",
      "MAE of ViT Obs15:  591.52185\n",
      "MAE of 4DVarGAN Obs15:  553.98975\n",
      "MAE of 4DVar Obs10:  601.3027\n",
      "MAE of 4DVarNet Obs10:  648.5493\n",
      "MAE of ViT Obs10:  605.4609\n",
      "MAE of 4DVarGAN Obs10:  552.9168\n",
      "MAE of 4DVar Obs5:  606.95575\n",
      "MAE of 4DVarNet Obs5:  645.7746\n",
      "MAE of ViT Obs5:  627.07776\n",
      "MAE of 4DVarGAN Obs5:  559.1914\n"
     ]
    }
   ],
   "source": [
    "for k in mae.keys():\n",
    "    print(f\"MAE of {k}: \", mae[k][20])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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